BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation

3 April 2022

Papers citing "BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation"

50 / 121 papers shown

Title
Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis Bingxin Ke Kevin Qu Tianfu Wang Nando Metzger Shengyu Huang Bo Li Anton Obukhov Konrad Schindler DiffM VLM 35 0 0 14 May 2025
VGLD: Visually-Guided Linguistic Disambiguation for Monocular Depth Scale Recovery Bojin Wu Jing Chen MDE 48 0 0 05 May 2025
Dense Geometry Supervision for Underwater Depth Estimation Wenxiang Gua Lin Qia MDE 33 0 0 25 Apr 2025
VistaDepth: Frequency Modulation With Bias Reweighting For Enhanced Long-Range Depth Estimation Mingxia Zhan Li Zhang Xiaomeng Chu Beibei Wang MDE 66 0 0 21 Apr 2025
Perception Encoder: The best visual embeddings are not at the output of the network Daniel Bolya Po-Yao (Bernie) Huang Peize Sun Jang Hyun Cho Andrea Madotto ... Shiyu Dong Nikhila Ravi Daniel Li Piotr Dollár Christoph Feichtenhofer ObjD VOS 103 2 0 17 Apr 2025
GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors Tian-Xing Xu Xiangjun Gao Wenbo Hu Xiaoyu Li Song-Hai Zhang Ying Shan VGen MDE 65 1 0 01 Apr 2025
One Look is Enough: A Novel Seamless Patchwise Refinement for Zero-Shot Monocular Depth Estimation Models on High-Resolution Images Byeongjun Kwon Munchurl Kim VLM MDE 62 0 0 28 Mar 2025
Deep Depth Estimation from Thermal Image: Dataset, Benchmark, and Challenges Ukcheol Shin Jinsun Park 3DV MDE 46 0 0 28 Mar 2025
FUSE: Label-Free Image-Event Joint Monocular Depth Estimation via Frequency-Decoupled Alignment and Degradation-Robust Fusion Pihai Sun Junjun Jiang Yuanqi Yao Youyu Chen Wenbo Zhao Kui Jiang Xianming Liu MDE 46 0 0 25 Mar 2025
EgoDTM: Towards 3D-Aware Egocentric Video-Language Pretraining Boshen Xu Yuting Mei Xinbi Liu Sipeng Zheng Qin Jin VLM MDE 73 0 0 19 Mar 2025
Vision-Language Embodiment for Monocular Depth Estimation Jinchang Zhang Guoyu Lu VLM MDE 55 0 0 18 Mar 2025
Is Pre-training Applicable to the Decoder for Dense Prediction? Chao Ning Wanshui Gan Weihao Xuan Naoto Yokoya 48 0 0 05 Mar 2025
Bridging Spectral-wise and Multi-spectral Depth Estimation via Geometry-guided Contrastive Learning Ukcheol Shin Kyunghyun Lee Jean Oh MDE 34 1 0 02 Mar 2025
CoL3D: Collaborative Learning of Single-view Depth and Camera Intrinsics for Metric 3D Shape Recovery Chenghao Zhang Lubin Fan Shen Cao Bojian Wu Jieping Ye 81 0 0 13 Feb 2025
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks Alessio Quercia Erenus Yildiz Zhuo Cao Kai Krajsek Abigail Morrison Ira Assent Hanno Scharr 60 0 0 22 Jan 2025
Survey on Monocular Metric Depth Estimation Jiuling Zhang VLM 76 0 0 21 Jan 2025
MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation R. Yasarla H. Cai Jisoo Jeong Y. Shi Risheek Garrepalli Fatih Porikli MDE 73 16 0 17 Jan 2025
FutureDepth: Learning to Predict the Future Improves Video Depth Estimation R. Yasarla Manish Kumar Singh Hong Cai Yunxiao Shi Jisoo Jeong Yinhao Zhu Shizhong Han Risheek Garrepalli Fatih Porikli MDE 98 6 0 17 Jan 2025
PatchRefiner V2: Fast and Lightweight Real-Domain High-Resolution Metric Depth Estimation Zhenyu Li Wenqing Cui S. Bhat Peter Wonka MDE 41 0 0 03 Jan 2025
LiRCDepth: Lightweight Radar-Camera Depth Estimation via Knowledge Distillation and Uncertainty Guidance Huawei Sun Nastassia Vysotskaya Tobias Sukianto Hao Feng Julius Ott Xiangyuan Peng Lorenzo Servadei Robert Wille 79 0 0 20 Dec 2024
LLaVA-SpaceSGG: Visual Instruct Tuning for Open-vocabulary Scene Graph Generation with Enhanced Spatial Relations Mingjie Xu Mengyang Wu Yuzhi Zhao Jason Chun Lok Li Weifeng Ou LRM SyDa VLM 73 2 0 09 Dec 2024
AVS-Net: Audio-Visual Scale Net for Self-supervised Monocular Metric Depth Estimation Xiaohu Liu Sascha Hornauer Fabien Moutarde Jialiang Lu SSL MDE 63 0 0 02 Dec 2024
STATIC : Surface Temporal Affine for TIme Consistency in Video Monocular Depth Estimation Sunghun Yang Minhyeok Lee Suhwan Cho Jungho Lee Sangyoun Lee MDE 88 0 0 02 Dec 2024
MoGe: Unlocking Accurate Monocular Geometry Estimation for Open-Domain Images with Optimal Training Supervision Ruicheng Wang Sicheng Xu Cassie Dai Jianfeng Xiang Yu Deng Xin Tong Jiaolong Yang TPM 3DH MDE 60 30 0 24 Oct 2024
TIPS: Text-Image Pretraining with Spatial awareness Kevis-Kokitsi Maninis Kaifeng Chen Soham Ghosh Arjun Karpur Koert Chen ... Jan Dlabal Dan Gnanapragasam Mojtaba Seyedhosseini Howard Zhou Andre Araujo VLM 40 3 0 21 Oct 2024
DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain Kun Wang Zhiqiang Yan Junkai Fan Wanlu Zhu Xianrui Li Jun Li Jian Yang MDE 39 5 0 19 Oct 2024
Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning Yuxiang Lu Shengcao Cao Yu-xiong Wang 55 1 0 18 Oct 2024
@Bench: Benchmarking Vision-Language Models for Human-centered Assistive Technology Xin Jiang Junwei Zheng Ruiping Liu Jiahang Li Jiaming Zhang Sven Matthiesen Rainer Stiefelhagen VLM 32 0 0 21 Sep 2024
UDGS-SLAM : UniDepth Assisted Gaussian Splatting for Monocular SLAM Mostafa Mansour Ahmed Abdelsalam Ari Happonen J. Porras Esa Rahtu 3DGS MDE 67 0 0 31 Aug 2024
InSpaceType: Dataset and Benchmark for Reconsidering Cross-Space Type Performance in Indoor Monocular Depth Cho-Ying Wu Quankai Gao Chin-Cheng Hsu Te-Lin Wu Jing-Wen Chen Ulrich Neumann MDE 32 0 0 25 Aug 2024
Sapiens: Foundation for Human Vision Models Rawal Khirodkar Timur M. Bagautdinov Julieta Martinez Su Zhaoen Austin James Peter Selednik Stuart Anderson Shunsuke Saito VLM 47 63 0 22 Aug 2024
FBINeRF: Feature-Based Integrated Recurrent Network for Pinhole and Fisheye Neural Radiance Fields Yifan Wu Tianyi Cheng Peixu Xin Janusz Konrad 40 0 0 03 Aug 2024
ScaleDepth: Decomposing Metric Depth Estimation into Scale Prediction and Relative Depth Estimation Ruijie Zhu Chuxin Wang Ziyang Song Li Liu Tianzhu Zhang Yongdong Zhang MDE 37 6 0 11 Jul 2024
CaFNet: A Confidence-Driven Framework for Radar Camera Depth Estimation Huawei Sun Hao Feng Julius Ott Lorenzo Servadei Robert Wille 33 5 0 30 Jun 2024
Toward a Diffusion-Based Generalist for Dense Vision Tasks Yue Fan Yongqin Xian Xiaohua Zhai Alexander Kolesnikov Muhammad Ferjad Naeem Bernt Schiele Federico Tombari VLM MDE DiffM 47 1 0 29 Jun 2024
PatchRefiner: Leveraging Synthetic Data for Real-Domain High-Resolution Monocular Metric Depth Estimation Zhenyu Li Shariq Farooq Bhat Peter Wonka 3DV MDE 33 7 0 10 Jun 2024
Progressive Depth Decoupling and Modulating for Flexible Depth Completion Zhiwen Yang Jiehua Zhang Liang-Sheng Li Chenggang Yan Yaoqi Sun Haibing Yin 49 2 0 15 May 2024
$M${^2}$Depth: Self-supervised Two-Frame Multi-camera Metric Depth Estimation$ M ${^2}$ Depth: Self-supervised Two-Frame Multi-camera Metric Depth Estimation Yingshuang Zou Yikang Ding Xi Qiu Haoqian Wang Haotian Zhang MDE 35 6 0 03 May 2024
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation Han Xue Qianru Sun Li-Na Song Wenjun Zhang Zhiwu Huang MLLM 44 0 0 15 Apr 2024
GLID: Pre-training a Generalist Encoder-Decoder Vision Model Jihao Liu Jinliang Zheng Yu Liu Hongsheng Li VLM 29 3 0 11 Apr 2024
Adaptive Discrete Disparity Volume for Self-supervised Monocular Depth Estimation Jianwei Ren MDE 38 0 0 04 Apr 2024
Language-Based Depth Hints for Monocular Depth Estimation Dylan Auty K. Mikolajczyk VLM 38 2 0 22 Mar 2024
DepthFM: Fast Monocular Depth Estimation with Flow Matching Ming Gui Johannes S. Fischer Ulrich Prestel Pingchuan Ma Dmytro Kotovenko Olga Grebenkova S. A. Baumann Vincent Tao Hu Bjorn Ommer MDE 41 53 0 20 Mar 2024
METER: a mobile vision transformer architecture for monocular depth estimation Lorenzo Papa Paolo Russo Irene Amerini MDE 27 18 0 13 Mar 2024
Stealing Stable Diffusion Prior for Robust Monocular Depth Estimation Yifan Mao Jian Liu Xianming Liu DiffM MDE 37 2 0 08 Mar 2024
PCDepth: Pattern-based Complementary Learning for Monocular Depth Estimation by Best of Both Worlds Haotian Liu Sanqing Qu Fan Lu Zongtao Bu Florian Roehrbein Alois Knoll Guang Chen MDE 52 2 0 29 Feb 2024
A Vanilla Multi-Task Framework for Dense Visual Prediction Solution to 1st VCL Challenge -- Multi-Task Robustness Track Zehui Chen Qiuchen Wang Zhenyu Li Jiaming Liu Shanghang Zhang Feng Zhao 40 1 0 27 Feb 2024
TIE-KD: Teacher-Independent and Explainable Knowledge Distillation for Monocular Depth Estimation Sangwon Choi Daejune Choi Duksu Kim 37 4 0 22 Feb 2024
Learning Pixel-wise Continuous Depth Representation via Clustering for Depth Completion Shenglun Chen Hong Zhang Xinzhu Ma Zhihui Wang Haojie Li 34 2 0 21 Feb 2024
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data Lihe Yang Bingyi Kang Zilong Huang Xiaogang Xu Jiashi Feng Hengshuang Zhao VLM 158 719 0 19 Jan 2024